pyFDN.anderson_matrix#

pyFDN.anderson_matrix(N, K=None, matrix_type='Hadamard')[source]#

Build an N×N block-circulant orthogonal matrix.

The matrix is block-diagonal with N/K blocks of size K×K, then row-shifted by K to produce the block-circulant structure.

Parameters:
  • N (int) – Total matrix size.

  • K (int | None) – Block size. Defaults to the smallest prime factor of N.

  • matrix_type (str) – Type string passed to fdn_matrix_gallery() for each block (default "Hadamard").

Return type:

ndarray

Returns:

Orthogonal matrix of shape (N, N).